Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9376832 | 0.7174136 | 0.4185780 |
| bt | 0.8873106 | 0.5964441 | 0.3612795 |
| maxnet | 0.7833808 | 0.4620990 | NA |
| gam | 0.7866271 | 0.4535518 | 0.1910112 |
| glm | 0.7500959 | 0.4421623 | 0.1417596 |